Triple
T4363284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robbie Williams |
E98710
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object | Gary Barlow |
E142353
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Gary Barlow | Statement: [Robbie Williams, associatedAct, Gary Barlow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary Barlow Context triple: [Robbie Williams, associatedAct, Gary Barlow]
-
A.
Gary Barlow
chosen
Gary Barlow is an English singer, songwriter, and record producer best known as the lead vocalist and primary songwriter of the pop group Take That.
-
B.
Andy Barlow
Andy Barlow is a British music producer and musician best known as one half of the electronic duo Lamb and for his production and mixing work with major artists including U2.
-
C.
Dan Walker
Dan Walker was an American Democratic politician who served as the 36th governor of Illinois in the 1970s and was later convicted in a savings and loan scandal.
-
D.
Mark Owen
Mark Owen is an English singer and songwriter best known as a member of the pop group Take That.
-
E.
Louis Walsh
Louis Walsh is an Irish music manager and television personality best known for managing successful pop acts like Westlife and Boyzone and for his long-running role as a judge on talent shows.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69b3454c772081908e20173e379e8ebe |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351e70a748190af6f1b709a0e75e6 |
completed | March 12, 2026, 11:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbc68534819095ce62645ca79eff |
completed | March 14, 2026, 10:05 p.m. |
Created at: March 12, 2026, 11:16 p.m.